Advancing Open-Source AI in Chemistry and Materials—From Foundation Models to Integrated Frameworks to Solve Global Challenges
- 2024
- MRS Fall Meeting 2024
Publications
99 results for Renato Fontoura de Gusmao Cerqueira
ALCHIMIA - Advanced Learning for Chemistry Interpretation and Integrated Molecule Analysis
- 2024
- MRS Fall Meeting 2024
MoLMamba: A Large State-Space-based Foundation Model for Chemistry
- Eduardo Almeida Soares
- Victor Shirasuna
- et al.
- 2024
- ACS Fall 2024
PFACTS: Faster solutions for forever chemicals
- Brandi Ransom
- Dan Sanders
- et al.
- 2024
- ACS Fall 2024
Advanced Learning for Chemistry Interpretation and Integrated Molecule
- 2024
- ACS Fall 2024
A Multi-View Mixture-of-Experts based on Language and Graphs for Molecular Properties Prediction
- Victor Shirasuna
- Eduardo Almeida Soares
- et al.
- 2024
- ICML 2024
An Appraisal of Automated Tools for FAIRness Evaluation
- Leonardo Guerreiro Azevedo
- Gabriel Banaggia
- et al.
- 2024
- ESWC 2024
Analysis of Automated Tools for FAIRness Evaluation: A Literature Perspective
- Leonardo Guerreiro Azevedo
- Gabriel Bannagia
- et al.
- 2024
- ESWC 2024
Advancing Molecular Property Prediction through Multi-view Latent Space Fusion
- Eduardo Almeida Soares
- Akihiro Kishimoto
- et al.
- 2024
- ACS Spring 2024
Lessons learned in Knowledge Extraction from Unstructured Data with LLMs for Material Discovery
- Viviane T. Silva
- João Pedro Gandarela de Souza
- et al.
- 2024
- ACS Spring 2024